Clinical Informatics

Automated Pathologic TN Classification Prediction and Rationale Generation From Lung Cancer Surgical Pathology Reports Using a Large Language Model Fine-Tuned With Chain-of-Thought: Algorithm Development and Validation Study

Sanghwan Kim, Sowon Jang, Borham Kim, Leonard Sunwoo, Seok Kim, Jin-Haeng Chung, Sejin Nam, Hyeongmin Cho, Donghyoung Lee, Keehyuck Lee, Sooyoung Yoo

JMIR Med Inform 2024 (Dec 20); 12:e67056

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Strengthening Cause of Death Statistics in Selected Districts of 3 States in India: Protocol for an Uncontrolled, Before-After, Mixed Method Study

Ashoo Grover, Saritha Nair, Saurabh Sharma, Shefali Gupta, Suyesh Shrivastava, Pushpendra Singh, Srikanta Kanungo, Senthanro Ovung, Charan Singh, Abdul Mabood Khan, Sandeep Sharma, Subrata Kumar Palo, Tapas Chakma, Anjali Bajaj

JMIR Res Protoc 2024 (Dec 20); 13:e51493

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An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontology-Enhanced Large Language Models: Development Study

Lang Cao, Jimeng Sun, Adam Cross

JMIR Med Inform 2024 (Dec 18); 12:e60665

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A Digital Approach for Addressing Suicidal Ideation and Behaviors in Youth Mental Health Services: Observational Study

Min K Chong, Ian B Hickie, Antonia Ottavio, David Rogers, Gina Dimitropoulos, Haley M LaMonica, Luke J Borgnolo, Sarah McKenna, Elizabeth M Scott, Frank Iorfino

J Med Internet Res 2024 (Dec 18); 26:e60879

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Insights and Trends in Open Note Access: Retrospective Observational Study

Randeep Singh Badwal, Paul Cavo, Mandip Panesar

J Med Internet Res 2024 (Dec 17); 26:e55982

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Appropriately Matching Transport Care Units to Patients in Interhospital Transport Care: Implementation Study

Shirin Hasavari, Pouyan Esmaeilzadeh

JMIR Form Res 2024 (Dec 13); 8:e65626

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Longitudinal Model Shifts of Machine Learning–Based Clinical Risk Prediction Models: Evaluation Study of Multiple Use Cases Across Different Hospitals

Patricia Cabanillas Silva, Hong Sun, Mohamed Rezk, Diana M Roccaro-Waldmeyer, Janis Fliegenschmidt, Nikolai Hulde, Vera von Dossow, Laurent Meesseman, Kristof Depraetere, Joerg Stieg, Ralph Szymanowsky, Fried-Michael Dahlweid

J Med Internet Res 2024 (Dec 13); 26:e51409

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Survival After Radical Cystectomy for Bladder Cancer: Development of a Fair Machine Learning Model

Samuel Carbunaru, Yassamin Neshatvar, Hyungrok Do, Katie Murray, Rajesh Ranganath, Madhur Nayan

JMIR Med Inform 2024 (Dec 13); 12:e63289

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Factors Influencing Drug Prescribing for Patients With Hospitalization History in Circulatory Disease–Patient Severity, Composite Adherence, and Physician-Patient Relationship: Retrospective Cohort Study

Tomoyuki Takura, Hiroyoshi Yokoi, Asao Honda

JMIR Aging 2024 (Dec 06); 7:e59234

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Evaluation Methods, Indicators, and Outcomes in Learning Health Systems: Protocol for a Jurisdictional Scan

Shelley Vanderhout, Marissa Bird, Antonia Giannarakos, Balpreet Panesar, Carly Whitmore

JMIR Res Protoc 2024 (Dec 06); 13:e57929

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Patient-Centric Mobile Medical Services Accessed Through Smartphones in the Top 100 Chinese Public Hospitals: Cross-Sectional Survey Study

Xuan Huang, Ying Wang, Xixian Yang, Ruo Jiang, Yicheng Liu, Hui Wang

JMIR Form Res 2024 (Dec 04); 8:e45763

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Examining Racial Disparities in Colorectal Cancer Screening and the Role of Online Medical Record Use: Findings From a Cross-Sectional Study of a National Survey

Aldenise P Ewing, Fode Tounkara, Daniel Marshall, Abhishek V Henry, Mahmoud Abdel-Rasoul, Skylar McElwain, Justice Clark, Jennifer L Hefner, Portia J Zaire, Timiya S Nolan, Willi L Tarver, Chyke A Doubeni

JMIR Cancer 2024 (Dec 04); 10:e53229

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Supporting Patients’ Use of Digital Services in Primary Health Care in England: Synthesis of Evidence From a Mixed Methods Study of “Digital Facilitation”

Jon Sussex, Helen Atherton, Gary Abel, Christopher Clark, Emma Cockcroft, Brandi Leach, Christine Marriott, Jennifer Newbould, Emma Pitchforth, Rachel Winder, John Campbell

JMIR Hum Factors 2024 (Dec 04); 11:e52516

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The University of California Study of Outcomes in Mothers and Infants (a Population-Based Research Resource): Retrospective Cohort Study

Rebecca J Baer, Gretchen Bandoli, Laura Jelliffe-Pawlowski, Christina D Chambers

JMIR Public Health Surveill 2024 (Dec 03); 10:e59844

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Digital Information Ecosystems in Modern Care Coordination and Patient Care Pathways and the Challenges and Opportunities for AI Solutions

You Chen, Christoph U Lehmann, Bradley Malin

J Med Internet Res 2024 (Dec 02); 26:e60258

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A Cross-Disciplinary Analysis of the Complexities of Scaling Up eHealth Innovation

Sanne Allers, Chiara Carboni, Frank Eijkenaar, Rik Wehrens

J Med Internet Res 2024 (Dec 02); 26:e58007

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Perspectives of Clients and Health Care Professionals on the Opportunities for Digital Health Interventions in Cerebrovascular Disease Care: Qualitative Descriptive Study

Henna Härkönen, Kirsi Myllykangas, Mikko Kärppä, Kirsi Maaria Rasmus, Julius Francis Gomes, Milla Immonen, Piia Hyvämäki, Miia Jansson

J Med Internet Res 2024 (Dec 02); 26:e52715

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Enhancing Frailty Assessments for Transcatheter Aortic Valve Replacement Patients Using Structured and Unstructured Data: Real-World Evidence Study

Mamoun T Mardini, Chen Bai, Anthony A Bavry, Ahmed Zaghloul, R David Anderson, Catherine E Crenshaw Price, Mohammad A Z Al-Ani

JMIR Aging 2024 (Nov 27); 7:e58980

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Patient Preferences for Direct-to-Consumer Telemedicine Services: Replication and Extension of a Nationwide Survey

Julia Ivanova, Hattie Wilczewski, Farina Klocksieben, Mollie Cummins, Hiral Soni, Triton Ong, Janelle Barrera, Jillian Harvey, Nathaniel O'Connell, James McElligott, Brandon Welch, Brian Bunnell

JMIR Hum Factors 2024 (Nov 27); 11:e51056

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Benefits of Clinical Decision Support Systems for the Management of Noncommunicable Chronic Diseases: Targeted Literature Review

Klaudia Grechuta, Pedram Shokouh, Ahmad Alhussein, Dirk Müller-Wieland, Juliane Meyerhoff, Jeremy Gilbert, Sneha Purushotham, Catherine Rolland

Interact J Med Res 2024 (Nov 27); 13:e58036

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